diff --git a/.github/workflows/pypi_release.yml b/.github/workflows/pypi_release.yml
index 6e6c95c6..84e26359 100644
--- a/.github/workflows/pypi_release.yml
+++ b/.github/workflows/pypi_release.yml
@@ -13,13 +13,13 @@ on:
 
 jobs:
   build:
-    runs-on: ubuntu-20.04
+    runs-on: ubuntu-latest
 
     steps:
       - uses: actions/checkout@v2
       - uses: actions/setup-python@v2
         with:
-          python-version: 3.7
+          python-version: 3.8
 
       - name: Install poetry
         shell: bash
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index a9f06dd2..e49f6653 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -14,8 +14,8 @@ jobs:
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
-        os: [ubuntu-18.04, macOS-10.15] # add windows-2019 when poetry allows installation with `-f` flag
-        python-version: [3.6, 3.7, 3.8] # python 3.9 is not supported by all dependencies yet
+        os: [ubuntu-latest, macOS-latest] # add windows-2019 when poetry allows installation with `-f` flag
+        python-version: [3.7, 3.8, 3.9] # python 3.9 is not supported by all dependencies yet
 
     steps:
       - uses: actions/checkout@v2
diff --git a/.readthedocs.yml b/.readthedocs.yml
index 948c1bf6..e14ec7ac 100644
--- a/.readthedocs.yml
+++ b/.readthedocs.yml
@@ -21,6 +21,6 @@ formats:
 
 # Optionally set the version of Python and requirements required to build your docs
 python:
-  version: 3.7
+  version: 3.8
   install:
     - requirements: docs/requirements.txt
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 1e46ab7c..2b535e91 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -8,7 +8,7 @@
 - Optimizer can be initialized by passing string, class or function (#602)
 - Add support for multiple outputs in Baseline model (#603)
 - Added Optuna pruner as optional parameter in `TemporalFusionTransformer.optimize_hyperparameters` (#619)
-
+- Dropping support for Python 3.6 and starting support for Python 3.9 (#639)
 
 ### Fixed
 
diff --git a/poetry.lock b/poetry.lock
index 3513d441..4f93818c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,6 +1,6 @@
 [[package]]
 name = "absl-py"
-version = "0.12.0"
+version = "0.13.0"
 description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py."
 category = "main"
 optional = false
@@ -21,7 +21,6 @@ python-versions = ">=3.6"
 async-timeout = ">=3.0,<4.0"
 attrs = ">=17.3.0"
 chardet = ">=2.0,<5.0"
-idna-ssl = {version = ">=1.0", markers = "python_version < \"3.7\""}
 multidict = ">=4.5,<7.0"
 typing-extensions = ">=3.6.5"
 yarl = ">=1.0,<2.0"
@@ -39,22 +38,25 @@ python-versions = "*"
 
 [[package]]
 name = "alembic"
-version = "1.5.8"
+version = "1.7.3"
 description = "A database migration tool for SQLAlchemy."
 category = "main"
 optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+python-versions = ">=3.6"
 
 [package.dependencies]
+importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
+importlib-resources = {version = "*", markers = "python_version < \"3.9\""}
 Mako = "*"
-python-dateutil = "*"
-python-editor = ">=0.3"
 SQLAlchemy = ">=1.3.0"
 
+[package.extras]
+tz = ["python-dateutil"]
+
 [[package]]
-name = "apipkg"
-version = "1.5"
-description = "apipkg: namespace control and lazy-import mechanism"
+name = "appnope"
+version = "0.1.2"
+description = "Disable App Nap on macOS >= 10.9"
 category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
@@ -67,11 +69,22 @@ category = "dev"
 optional = false
 python-versions = "*"
 
+[package.dependencies]
+importlib-metadata = {version = ">=0.23,<5", markers = "python_version == \"3.7\""}
+
+[package.extras]
+test = ["coverage", "flake8", "pexpect", "wheel"]
+
 [[package]]
 name = "astroid"
 version = "2.8.0"
 description = "An abstract syntax tree for Python with inference support."
 category = "dev"
+description = "An abstract syntax tree for Python with inference support."
+name = "astroid"
+version = "2.8.0"
+description = "An abstract syntax tree for Python with inference support."
+category = "dev"
 optional = false
 python-versions = "~=3.6"
 
@@ -81,14 +94,6 @@ typed-ast = {version = ">=1.4.0,<1.5", markers = "implementation_name == \"cpyth
 typing-extensions = {version = ">=3.10", markers = "python_version < \"3.10\""}
 wrapt = ">=1.11,<1.13"
 
-[[package]]
-name = "async-generator"
-version = "1.10"
-description = "Async generators and context managers for Python 3.5+"
-category = "dev"
-optional = false
-python-versions = ">=3.5"
-
 [[package]]
 name = "async-timeout"
 version = "3.0.1"
@@ -107,21 +112,29 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [[package]]
 name = "attrs"
-version = "20.3.0"
+version = "21.2.0"
 description = "Classes Without Boilerplate"
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
 [package.extras]
-dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface", "furo", "sphinx", "pre-commit"]
-docs = ["furo", "sphinx", "zope.interface"]
-tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface"]
-tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six"]
+dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit"]
+docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
+tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface"]
+tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins"]
+
+[[package]]
+name = "autopage"
+version = "0.4.0"
+description = "A library to provide automatic paging for console output"
+category = "main"
+optional = false
+python-versions = ">=3.6"
 
 [[package]]
 name = "babel"
-version = "2.9.0"
+version = "2.9.1"
 description = "Internationalization utilities"
 category = "dev"
 optional = false
@@ -140,14 +153,14 @@ python-versions = "*"
 
 [[package]]
 name = "beautifulsoup4"
-version = "4.9.3"
+version = "4.10.0"
 description = "Screen-scraping library"
 category = "dev"
 optional = false
-python-versions = "*"
+python-versions = ">3.0.0"
 
 [package.dependencies]
-soupsieve = {version = ">1.2", markers = "python_version >= \"3.0\""}
+soupsieve = ">1.2"
 
 [package.extras]
 html5lib = ["html5lib"]
@@ -158,12 +171,16 @@ name = "black"
 version = "21.9b0"
 description = "The uncompromising code formatter."
 category = "dev"
+description = "The uncompromising code formatter."
+name = "black"
+version = "21.9b0"
+description = "The uncompromising code formatter."
+category = "dev"
 optional = false
 python-versions = ">=3.6.2"
 
 [package.dependencies]
 click = ">=7.1.2"
-dataclasses = {version = ">=0.6", markers = "python_version < \"3.7\""}
 mypy-extensions = ">=0.4.3"
 pathspec = ">=0.9.0,<1"
 platformdirs = ">=2"
@@ -184,11 +201,11 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "bleach"
-version = "3.3.0"
+version = "4.1.0"
 description = "An easy safelist-based HTML-sanitizing tool."
 category = "dev"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = ">=3.6"
 
 [package.dependencies]
 packaging = "*"
@@ -197,7 +214,7 @@ webencodings = "*"
 
 [[package]]
 name = "cachetools"
-version = "4.2.1"
+version = "4.2.2"
 description = "Extensible memoizing collections and decorators"
 category = "main"
 optional = false
@@ -205,7 +222,7 @@ python-versions = "~=3.5"
 
 [[package]]
 name = "certifi"
-version = "2020.12.5"
+version = "2021.5.30"
 description = "Python package for providing Mozilla's CA Bundle."
 category = "main"
 optional = false
@@ -213,7 +230,7 @@ python-versions = "*"
 
 [[package]]
 name = "cffi"
-version = "1.14.5"
+version = "1.14.6"
 description = "Foreign Function Interface for Python calling C code."
 category = "dev"
 optional = false
@@ -230,23 +247,39 @@ category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
+[[package]]
+name = "charset-normalizer"
+version = "2.0.6"
+description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+category = "main"
+optional = false
+python-versions = ">=3.5.0"
+
+[package.extras]
+unicode_backport = ["unicodedata2"]
+
 [[package]]
 name = "click"
-version = "7.1.2"
+version = "8.0.1"
 description = "Composable command line interface toolkit"
 category = "dev"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = ">=3.6"
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 
 [[package]]
 name = "cliff"
-version = "3.7.0"
+version = "3.9.0"
 description = "Command Line Interface Formulation Framework"
 category = "main"
 optional = false
 python-versions = ">=3.6"
 
 [package.dependencies]
+autopage = ">=0.4.0"
 cmd2 = ">=1.0.0"
 pbr = ">=2.0.0,<2.1.0 || >2.1.0"
 PrettyTable = ">=0.7.2"
@@ -267,11 +300,11 @@ numpy = "*"
 
 [[package]]
 name = "cmd2"
-version = "1.5.0"
+version = "2.2.0"
 description = "cmd2 - quickly build feature-rich and user-friendly interactive command line applications in Python"
 category = "main"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
 
 [package.dependencies]
 attrs = ">=16.3.0"
@@ -280,11 +313,13 @@ importlib-metadata = {version = ">=1.6.0", markers = "python_version < \"3.8\""}
 pyperclip = ">=1.6"
 pyreadline = {version = "*", markers = "sys_platform == \"win32\" and python_version < \"3.8\""}
 pyreadline3 = {version = "*", markers = "sys_platform == \"win32\" and python_version >= \"3.8\""}
+typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
 wcwidth = ">=0.1.7"
 
 [package.extras]
-dev = ["pytest (>=4.6)", "codecov", "pytest-cov", "pytest-mock", "flake8", "sphinx", "sphinx-rtd-theme", "sphinx-autobuild", "doc8", "invoke", "twine (>=1.11)", "mock", "nox (==2019.11.9)", "nox"]
-test = ["codecov", "coverage", "pytest (>=4.6)", "pytest-cov", "pytest-mock", "mock", "gnureadline"]
+dev = ["codecov", "doc8", "flake8", "invoke", "mypy (==0.902)", "nox", "pytest (>=4.6)", "pytest-cov", "pytest-mock", "sphinx", "sphinx-rtd-theme", "sphinx-autobuild", "twine (>=1.11)"]
+test = ["codecov", "coverage", "pytest (>=4.6)", "pytest-cov", "pytest-mock", "gnureadline"]
+validate = ["flake8", "mypy (==0.902)", "types-pkg-resources"]
 
 [[package]]
 name = "colorama"
@@ -296,15 +331,18 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
 [[package]]
 name = "colorlog"
-version = "5.0.1"
+version = "6.4.1"
 description = "Add colours to the output of Python's logging module."
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.6"
 
 [package.dependencies]
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
 
+[package.extras]
+development = ["black", "flake8", "mypy", "pytest", "types-colorama"]
+
 [[package]]
 name = "commonmark"
 version = "0.9.1"
@@ -339,16 +377,16 @@ python-versions = "*"
 six = "*"
 
 [[package]]
-name = "dataclasses"
-version = "0.6"
-description = "A backport of the dataclasses module for Python 3.6"
-category = "main"
+name = "debugpy"
+version = "1.4.3"
+description = "An implementation of the Debug Adapter Protocol for Python"
+category = "dev"
 optional = false
-python-versions = "*"
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
 
 [[package]]
 name = "decorator"
-version = "5.0.7"
+version = "5.1.0"
 description = "Decorators for Humans"
 category = "dev"
 optional = false
@@ -380,15 +418,12 @@ python-versions = ">=2.7"
 
 [[package]]
 name = "execnet"
-version = "1.8.0"
+version = "1.9.0"
 description = "execnet: rapid multi-Python deployment"
 category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
-[package.dependencies]
-apipkg = ">=1.4"
-
 [package.extras]
 testing = ["pre-commit"]
 
@@ -411,6 +446,11 @@ name = "fsspec"
 version = "2021.8.1"
 description = "File-system specification"
 category = "main"
+description = "File-system specification"
+name = "fsspec"
+version = "2021.8.1"
+description = "File-system specification"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 
@@ -445,7 +485,7 @@ python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 
 [[package]]
 name = "google-auth"
-version = "1.30.0"
+version = "1.35.0"
 description = "Google Authentication Library"
 category = "main"
 optional = false
@@ -458,13 +498,13 @@ rsa = {version = ">=3.1.4,<5", markers = "python_version >= \"3.6\""}
 six = ">=1.9.0"
 
 [package.extras]
-aiohttp = ["aiohttp (>=3.6.2,<4.0.0dev)"]
+aiohttp = ["requests (>=2.20.0,<3.0.0dev)", "aiohttp (>=3.6.2,<4.0.0dev)"]
 pyopenssl = ["pyopenssl (>=20.0.0)"]
 reauth = ["pyu2f (>=0.1.5)"]
 
 [[package]]
 name = "google-auth-oauthlib"
-version = "0.4.4"
+version = "0.4.6"
 description = "Google Authentication Library"
 category = "main"
 optional = false
@@ -479,7 +519,7 @@ tool = ["click (>=6.0.0)"]
 
 [[package]]
 name = "greenlet"
-version = "1.0.0"
+version = "1.1.1"
 description = "Lightweight in-process concurrent programming"
 category = "main"
 optional = false
@@ -490,7 +530,7 @@ docs = ["sphinx"]
 
 [[package]]
 name = "grpcio"
-version = "1.37.0"
+version = "1.40.0"
 description = "HTTP/2-based RPC framework"
 category = "main"
 optional = false
@@ -500,26 +540,15 @@ python-versions = "*"
 six = ">=1.5.2"
 
 [package.extras]
-protobuf = ["grpcio-tools (>=1.37.0)"]
+protobuf = ["grpcio-tools (>=1.40.0)"]
 
 [[package]]
 name = "idna"
-version = "2.10"
+version = "3.2"
 description = "Internationalized Domain Names in Applications (IDNA)"
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-
-[[package]]
-name = "idna-ssl"
-version = "1.1.0"
-description = "Patch ssl.match_hostname for Unicode(idna) domains support"
-category = "main"
-optional = false
-python-versions = "*"
-
-[package.dependencies]
-idna = ">=2.0"
+python-versions = ">=3.5"
 
 [[package]]
 name = "imagesize"
@@ -531,7 +560,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [[package]]
 name = "importlib-metadata"
-version = "4.0.1"
+version = "4.8.1"
 description = "Read metadata from Python packages"
 category = "main"
 optional = false
@@ -543,7 +572,23 @@ zipp = ">=0.5"
 
 [package.extras]
 docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
-testing = ["pytest (>=4.6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "packaging", "pep517", "pyfakefs", "flufl.flake8", "pytest-black (>=0.3.7)", "pytest-mypy", "importlib-resources (>=1.3)"]
+perf = ["ipython"]
+testing = ["pytest (>=4.6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "packaging", "pep517", "pyfakefs", "flufl.flake8", "pytest-perf (>=0.9.2)", "pytest-black (>=0.3.7)", "pytest-mypy", "importlib-resources (>=1.3)"]
+
+[[package]]
+name = "importlib-resources"
+version = "5.2.2"
+description = "Read resources from Python packages"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
+
+[package.extras]
+docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
+testing = ["pytest (>=4.6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "pytest-black (>=0.3.7)", "pytest-mypy"]
 
 [[package]]
 name = "iniconfig"
@@ -563,44 +608,50 @@ python-versions = "*"
 
 [[package]]
 name = "ipykernel"
-version = "5.5.5"
+version = "6.4.1"
 description = "IPython Kernel for Jupyter"
 category = "dev"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.7"
 
 [package.dependencies]
 appnope = {version = "*", markers = "platform_system == \"Darwin\""}
-ipython = ">=5.0.0"
-jupyter-client = "*"
-tornado = ">=4.2"
-traitlets = ">=4.1.0"
+argcomplete = {version = ">=1.12.3", markers = "python_version < \"3.8.0\""}
+debugpy = ">=1.0.0,<2.0"
+importlib-metadata = {version = "<5", markers = "python_version < \"3.8.0\""}
+ipython = ">=7.23.1,<8.0"
+ipython-genutils = "*"
+jupyter-client = "<8.0"
+matplotlib-inline = ">=0.1.0,<0.2.0"
+tornado = ">=4.2,<7.0"
+traitlets = ">=4.1.0,<6.0"
 
 [package.extras]
-test = ["pytest (!=5.3.4)", "pytest-cov", "flaky", "nose", "jedi (<=0.17.2)"]
+test = ["pytest (!=5.3.4)", "pytest-cov", "flaky", "nose", "ipyparallel"]
 
 [[package]]
 name = "ipython"
-version = "7.16.1"
+version = "7.27.0"
 description = "IPython: Productive Interactive Computing"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
 appnope = {version = "*", markers = "sys_platform == \"darwin\""}
 backcall = "*"
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
 decorator = "*"
-jedi = ">=0.10"
-pexpect = {version = "*", markers = "sys_platform != \"win32\""}
+jedi = ">=0.16"
+matplotlib-inline = "*"
+pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
 pickleshare = "*"
 prompt-toolkit = ">=2.0.0,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.1.0"
 pygments = "*"
 traitlets = ">=4.2"
 
 [package.extras]
-all = ["Sphinx (>=1.3)", "ipykernel", "ipyparallel", "ipywidgets", "nbconvert", "nbformat", "nose (>=0.10.1)", "notebook", "numpy (>=1.14)", "pygments", "qtconsole", "requests", "testpath"]
+all = ["Sphinx (>=1.3)", "ipykernel", "ipyparallel", "ipywidgets", "nbconvert", "nbformat", "nose (>=0.10.1)", "notebook", "numpy (>=1.17)", "pygments", "qtconsole", "requests", "testpath"]
 doc = ["Sphinx (>=1.3)"]
 kernel = ["ipykernel"]
 nbconvert = ["nbconvert"]
@@ -608,7 +659,7 @@ nbformat = ["nbformat"]
 notebook = ["notebook", "ipywidgets"]
 parallel = ["ipyparallel"]
 qtconsole = ["qtconsole"]
-test = ["nose (>=0.10.1)", "requests", "testpath", "pygments", "nbformat", "ipykernel", "numpy (>=1.14)"]
+test = ["nose (>=0.10.1)", "requests", "testpath", "pygments", "nbformat", "ipykernel", "numpy (>=1.17)"]
 
 [[package]]
 name = "ipython-genutils"
@@ -649,17 +700,17 @@ testing = ["Django (<3.1)", "colorama", "docopt", "pytest (<6.0.0)"]
 
 [[package]]
 name = "jinja2"
-version = "2.11.3"
+version = "3.0.1"
 description = "A very fast and expressive template engine."
 category = "dev"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = ">=3.6"
 
 [package.dependencies]
-MarkupSafe = ">=0.23"
+MarkupSafe = ">=2.0"
 
 [package.extras]
-i18n = ["Babel (>=0.8)"]
+i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "joblib"
@@ -689,13 +740,14 @@ format_nongpl = ["idna", "jsonpointer (>1.13)", "webcolors", "rfc3986-validator
 
 [[package]]
 name = "jupyter-client"
-version = "6.2.0"
+version = "7.0.3"
 description = "Jupyter protocol implementation and client libraries"
 category = "dev"
 optional = false
 python-versions = ">=3.6.1"
 
 [package.dependencies]
+entrypoints = "*"
 jupyter-core = ">=4.6.0"
 nest-asyncio = ">=1.5"
 python-dateutil = ">=2.1"
@@ -704,19 +756,19 @@ tornado = ">=4.1"
 traitlets = "*"
 
 [package.extras]
-doc = ["sphinx (>=1.3.6)", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
-test = ["async-generator", "ipykernel", "ipython", "mock", "pytest-asyncio", "pytest-timeout", "pytest", "mypy", "pre-commit", "jedi (<0.18)"]
+doc = ["myst-parser", "sphinx (>=1.3.6)", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
+test = ["codecov", "coverage", "ipykernel", "ipython", "mock", "mypy", "pre-commit", "pytest", "pytest-asyncio", "pytest-cov", "pytest-timeout", "jedi (<0.18)"]
 
 [[package]]
 name = "jupyter-core"
-version = "4.7.1"
+version = "4.8.1"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
 category = "dev"
 optional = false
 python-versions = ">=3.6"
 
 [package.dependencies]
-pywin32 = {version = ">=1.0", markers = "sys_platform == \"win32\""}
+pywin32 = {version = ">=1.0", markers = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""}
 traitlets = "*"
 
 [[package]]
@@ -732,11 +784,11 @@ pygments = ">=2.4.1,<3"
 
 [[package]]
 name = "kiwisolver"
-version = "1.3.1"
+version = "1.3.2"
 description = "A fast implementation of the Cassowary constraint solver"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [[package]]
 name = "lazy-object-proxy"
@@ -748,7 +800,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 
 [[package]]
 name = "mako"
-version = "1.1.4"
+version = "1.1.5"
 description = "A super-fast templating language that borrows the  best ideas from the existing templating languages."
 category = "main"
 optional = false
@@ -777,27 +829,38 @@ testing = ["coverage", "pyyaml"]
 
 [[package]]
 name = "markupsafe"
-version = "1.1.1"
+version = "2.0.1"
 description = "Safely add untrusted strings to HTML/XML markup."
 category = "main"
 optional = false
-python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
+python-versions = ">=3.6"
 
 [[package]]
 name = "matplotlib"
-version = "3.3.4"
+version = "3.4.3"
 description = "Python plotting package"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
 cycler = ">=0.10"
 kiwisolver = ">=1.0.1"
-numpy = ">=1.15"
+numpy = ">=1.16"
 pillow = ">=6.2.0"
-pyparsing = ">=2.0.3,<2.0.4 || >2.0.4,<2.1.2 || >2.1.2,<2.1.6 || >2.1.6"
-python-dateutil = ">=2.1"
+pyparsing = ">=2.2.1"
+python-dateutil = ">=2.7"
+
+[[package]]
+name = "matplotlib-inline"
+version = "0.1.3"
+description = "Inline Matplotlib backend for Jupyter"
+category = "dev"
+optional = false
+python-versions = ">=3.5"
+
+[package.dependencies]
+traitlets = "*"
 
 [[package]]
 name = "mccabe"
@@ -851,14 +914,13 @@ python-versions = "*"
 
 [[package]]
 name = "nbclient"
-version = "0.5.3"
+version = "0.5.4"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
 category = "dev"
 optional = false
 python-versions = ">=3.6.1"
 
 [package.dependencies]
-async-generator = "*"
 jupyter-client = ">=6.1.5"
 nbformat = ">=5.0"
 nest-asyncio = "*"
@@ -871,11 +933,11 @@ test = ["codecov", "coverage", "ipython", "ipykernel", "ipywidgets", "pytest (>=
 
 [[package]]
 name = "nbconvert"
-version = "6.0.7"
+version = "6.1.0"
 description = "Converting Jupyter Notebooks"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
 bleach = "*"
@@ -890,7 +952,7 @@ nbformat = ">=4.4"
 pandocfilters = ">=1.4.1"
 pygments = ">=2.4.1"
 testpath = "*"
-traitlets = ">=4.2"
+traitlets = ">=5.0"
 
 [package.extras]
 all = ["pytest", "pytest-cov", "pytest-dependency", "ipykernel", "ipywidgets (>=7)", "pyppeteer (==0.2.2)", "tornado (>=4.0)", "sphinx (>=1.5.1)", "sphinx-rtd-theme", "nbsphinx (>=0.2.12)", "ipython"]
@@ -922,6 +984,11 @@ name = "nbsphinx"
 version = "0.8.7"
 description = "Jupyter Notebook Tools for Sphinx"
 category = "dev"
+description = "Jupyter Notebook Tools for Sphinx"
+name = "nbsphinx"
+version = "0.8.7"
+description = "Jupyter Notebook Tools for Sphinx"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 
@@ -943,24 +1010,24 @@ python-versions = ">=3.5"
 
 [[package]]
 name = "numpy"
-version = "1.19.5"
+version = "1.21.1"
 description = "NumPy is the fundamental package for array computing with Python."
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [[package]]
 name = "oauthlib"
-version = "3.1.0"
+version = "3.1.1"
 description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic"
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=3.6"
 
 [package.extras]
-rsa = ["cryptography"]
-signals = ["blinker"]
-signedtoken = ["cryptography", "pyjwt (>=1.0.0)"]
+rsa = ["cryptography (>=3.0.0,<4)"]
+signals = ["blinker (>=1.4.0)"]
+signedtoken = ["cryptography (>=3.0.0,<4)", "pyjwt (>=2.0.0,<3)"]
 
 [[package]]
 name = "optuna"
@@ -996,30 +1063,30 @@ tests = ["fakeredis", "pytest"]
 
 [[package]]
 name = "packaging"
-version = "20.9"
+version = "21.0"
 description = "Core utilities for Python packages"
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=3.6"
 
 [package.dependencies]
 pyparsing = ">=2.0.2"
 
 [[package]]
 name = "pandas"
-version = "1.1.5"
+version = "1.3.3"
 description = "Powerful data structures for data analysis, time series, and statistics"
 category = "main"
 optional = false
-python-versions = ">=3.6.1"
+python-versions = ">=3.7.1"
 
 [package.dependencies]
-numpy = ">=1.15.4"
+numpy = ">=1.17.3"
 python-dateutil = ">=2.7.3"
-pytz = ">=2017.2"
+pytz = ">=2017.3"
 
 [package.extras]
-test = ["pytest (>=4.0.2)", "pytest-xdist", "hypothesis (>=3.58)"]
+test = ["hypothesis (>=3.58)", "pytest (>=6.0)", "pytest-xdist"]
 
 [[package]]
 name = "pandoc"
@@ -1035,7 +1102,7 @@ ply = "*"
 
 [[package]]
 name = "pandocfilters"
-version = "1.4.3"
+version = "1.5.0"
 description = "Utilities for writing pandoc filters in python"
 category = "dev"
 optional = false
@@ -1058,6 +1125,8 @@ name = "pathspec"
 version = "0.9.0"
 description = "Utility library for gitignore style pattern matching of file paths."
 category = "dev"
+description = "Utility library for gitignore style pattern matching of file paths."
+name = "pathspec"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
 
@@ -1102,7 +1171,7 @@ python-versions = "*"
 
 [[package]]
 name = "pillow"
-version = "8.2.0"
+version = "8.3.2"
 description = "Python Imaging Library (Fork)"
 category = "main"
 optional = false
@@ -1125,14 +1194,20 @@ name = "pluggy"
 version = "0.13.1"
 description = "plugin and hook calling mechanisms for python"
 category = "main"
+description = "plugin and hook calling mechanisms for python"
+name = "pluggy"
+version = "1.0.0"
+description = "plugin and hook calling mechanisms for python"
+category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=3.6"
 
 [package.dependencies]
 importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
 
 [package.extras]
 dev = ["pre-commit", "tox"]
+testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "plumbum"
@@ -1160,7 +1235,7 @@ python-versions = "*"
 
 [[package]]
 name = "prettytable"
-version = "2.1.0"
+version = "2.2.0"
 description = "A simple Python library for easily displaying tabular data in a visually appealing ASCII table format"
 category = "main"
 optional = false
@@ -1175,26 +1250,23 @@ tests = ["pytest", "pytest-cov"]
 
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.18"
+version = "3.0.20"
 description = "Library for building powerful interactive command lines in Python"
 category = "dev"
 optional = false
-python-versions = ">=3.6.1"
+python-versions = ">=3.6.2"
 
 [package.dependencies]
 wcwidth = "*"
 
 [[package]]
 name = "protobuf"
-version = "3.15.8"
+version = "3.18.0"
 description = "Protocol Buffers"
 category = "main"
 optional = false
 python-versions = "*"
 
-[package.dependencies]
-six = ">=1.9"
-
 [[package]]
 name = "ptyprocess"
 version = "0.7.0"
@@ -1292,7 +1364,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [[package]]
 name = "pygments"
-version = "2.8.1"
+version = "2.10.0"
 description = "Pygments is a syntax highlighting package written in Python."
 category = "dev"
 optional = false
@@ -1303,6 +1375,11 @@ name = "pylint"
 version = "2.11.1"
 description = "python code static checker"
 category = "dev"
+description = "python code static checker"
+name = "pylint"
+version = "2.11.1"
+description = "python code static checker"
+category = "dev"
 optional = false
 python-versions = "~=3.6"
 
@@ -1360,17 +1437,22 @@ python-versions = "*"
 
 [[package]]
 name = "pyrsistent"
-version = "0.17.3"
+version = "0.18.0"
 description = "Persistent/Functional/Immutable data structures"
 category = "dev"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
 
 [[package]]
 name = "pytest"
 version = "6.2.5"
 description = "pytest: simple powerful testing with Python"
 category = "main"
+description = "pytest: simple powerful testing with Python"
+name = "pytest"
+version = "6.2.5"
+description = "pytest: simple powerful testing with Python"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 
@@ -1459,7 +1541,7 @@ testing = ["filelock"]
 
 [[package]]
 name = "python-dateutil"
-version = "2.8.1"
+version = "2.8.2"
 description = "Extensions to the standard Python datetime module"
 category = "main"
 optional = false
@@ -1469,18 +1551,23 @@ python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 six = ">=1.5"
 
 [[package]]
-name = "python-editor"
-version = "1.0.4"
-description = "Programmatically open an editor, capture the result."
 category = "main"
+description = "Programmatically open an editor, capture the result."
+name = "python-editor"
 optional = false
 python-versions = "*"
+version = "1.0.4"
 
 [[package]]
 name = "pytorch-lightning"
 version = "1.4.7"
 description = "PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate."
 category = "main"
+description = "PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate."
+name = "pytorch-lightning"
+version = "1.4.7"
+description = "PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate."
+category = "main"
 optional = false
 python-versions = ">=3.6"
 
@@ -1517,7 +1604,7 @@ python-versions = "*"
 
 [[package]]
 name = "pywin32"
-version = "300"
+version = "301"
 description = "Python for Window Extensions"
 category = "dev"
 optional = false
@@ -1525,15 +1612,15 @@ python-versions = "*"
 
 [[package]]
 name = "pyyaml"
-version = "5.3.1"
+version = "5.4.1"
 description = "YAML parser and emitter for Python"
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 
 [[package]]
 name = "pyzmq"
-version = "22.0.3"
+version = "22.3.0"
 description = "Python bindings for 0MQ"
 category = "dev"
 optional = false
@@ -1558,7 +1645,7 @@ sphinx = ">=1.3.1"
 
 [[package]]
 name = "regex"
-version = "2021.4.4"
+version = "2021.8.28"
 description = "Alternative regular expression module, to replace re."
 category = "dev"
 optional = false
@@ -1566,21 +1653,21 @@ python-versions = "*"
 
 [[package]]
 name = "requests"
-version = "2.25.1"
+version = "2.26.0"
 description = "Python HTTP for Humans."
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 
 [package.dependencies]
 certifi = ">=2017.4.17"
-chardet = ">=3.0.2,<5"
-idna = ">=2.5,<3"
+charset-normalizer = {version = ">=2.0.0,<2.1.0", markers = "python_version >= \"3\""}
+idna = {version = ">=2.5,<4", markers = "python_version >= \"3\""}
 urllib3 = ">=1.21.1,<1.27"
 
 [package.extras]
-security = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)"]
 socks = ["PySocks (>=1.5.6,!=1.5.7)", "win-inet-pton"]
+use_chardet_on_py3 = ["chardet (>=3.0.2,<5)"]
 
 [[package]]
 name = "requests-oauthlib"
@@ -1630,18 +1717,18 @@ tests = ["matplotlib (>=2.1.1)", "scikit-image (>=0.13)", "pandas (>=0.25.0)", "
 
 [[package]]
 name = "scipy"
-version = "1.5.4"
+version = "1.6.1"
 description = "SciPy: Scientific Library for Python"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
-numpy = ">=1.14.5"
+numpy = ">=1.16.5"
 
 [[package]]
 name = "six"
-version = "1.15.0"
+version = "1.16.0"
 description = "Python 2 and 3 compatibility utilities"
 category = "main"
 optional = false
@@ -1668,6 +1755,11 @@ name = "sphinx"
 version = "4.2.0"
 description = "Python documentation generator"
 category = "dev"
+description = "Python documentation generator"
+name = "sphinx"
+version = "4.2.0"
+description = "Python documentation generator"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 
@@ -1767,14 +1859,14 @@ test = ["pytest"]
 
 [[package]]
 name = "sqlalchemy"
-version = "1.4.11"
+version = "1.4.23"
 description = "Database Abstraction Library"
 category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 
 [package.dependencies]
-greenlet = {version = "!=0.4.17", markers = "python_version >= \"3\""}
+greenlet = {version = "!=0.4.17", markers = "python_version >= \"3\" and platform_machine in \"x86_64 X86_64 aarch64 AARCH64 ppc64le PPC64LE amd64 AMD64 win32 WIN32\""}
 importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 
 [package.extras]
@@ -1785,7 +1877,7 @@ mariadb_connector = ["mariadb (>=1.0.1)"]
 mssql = ["pyodbc"]
 mssql_pymssql = ["pymssql"]
 mssql_pyodbc = ["pyodbc"]
-mypy = ["sqlalchemy2-stubs", "mypy (>=0.800)"]
+mypy = ["sqlalchemy2-stubs", "mypy (>=0.910)"]
 mysql = ["mysqlclient (>=1.4.0,<2)", "mysqlclient (>=1.4.0)"]
 mysql_connector = ["mysqlconnector"]
 oracle = ["cx_oracle (>=7,<8)", "cx_oracle (>=7)"]
@@ -1818,7 +1910,7 @@ docs = ["sphinx", "nbconvert", "jupyter-client", "ipykernel", "matplotlib", "nbf
 
 [[package]]
 name = "stevedore"
-version = "3.3.0"
+version = "3.4.0"
 description = "Manage dynamic plugins for Python applications"
 category = "main"
 optional = false
@@ -1830,11 +1922,11 @@ pbr = ">=2.0.0,<2.1.0 || >2.1.0"
 
 [[package]]
 name = "tensorboard"
-version = "2.4.1"
+version = "2.6.0"
 description = "TensorBoard lets you watch Tensors Flow"
 category = "main"
 optional = false
-python-versions = ">= 2.7, != 3.0.*, != 3.1.*"
+python-versions = ">=3.6"
 
 [package.dependencies]
 absl-py = ">=0.4"
@@ -1845,10 +1937,18 @@ markdown = ">=2.6.8"
 numpy = ">=1.12.0"
 protobuf = ">=3.6.0"
 requests = ">=2.21.0,<3"
-six = ">=1.10.0"
+tensorboard-data-server = ">=0.6.0,<0.7.0"
 tensorboard-plugin-wit = ">=1.6.0"
 werkzeug = ">=0.11.15"
 
+[[package]]
+name = "tensorboard-data-server"
+version = "0.6.1"
+description = "Fast data loading for TensorBoard"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
 [[package]]
 name = "tensorboard-plugin-wit"
 version = "1.8.0"
@@ -1867,22 +1967,22 @@ python-versions = "*"
 
 [[package]]
 name = "testpath"
-version = "0.4.4"
+version = "0.5.0"
 description = "Test utilities for code working with files and commands"
 category = "dev"
 optional = false
-python-versions = "*"
+python-versions = ">= 3.5"
 
 [package.extras]
-test = ["pathlib2"]
+test = ["pytest", "pathlib2"]
 
 [[package]]
 name = "threadpoolctl"
-version = "2.1.0"
+version = "2.2.0"
 description = "threadpoolctl"
 category = "main"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
 
 [[package]]
 name = "toml"
@@ -1894,7 +1994,7 @@ python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 
 [[package]]
 name = "tomli"
-version = "1.0.4"
+version = "1.2.1"
 description = "A lil' TOML parser"
 category = "dev"
 optional = false
@@ -1909,12 +2009,11 @@ optional = false
 python-versions = ">=3.6.2"
 
 [package.dependencies]
-dataclasses = {version = "*", markers = "python_version < \"3.7\""}
 typing-extensions = "*"
 
 [[package]]
 name = "torchmetrics"
-version = "0.4.1"
+version = "0.5.1"
 description = "PyTorch native Metrics"
 category = "main"
 optional = false
@@ -1926,7 +2025,9 @@ packaging = "*"
 torch = ">=1.3.1"
 
 [package.extras]
+all = ["scipy", "torchvision", "torch-fidelity", "nltk (>=3.6)", "tqdm (>=4.41.0)"]
 image = ["scipy", "torchvision", "torch-fidelity"]
+text = ["nltk (>=3.6)", "tqdm (>=4.41.0)"]
 
 [[package]]
 name = "tornado"
@@ -1938,12 +2039,15 @@ python-versions = ">= 3.5"
 
 [[package]]
 name = "tqdm"
-version = "4.60.0"
+version = "4.62.3"
 description = "Fast, Extensible Progress Meter"
 category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
 
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
 [package.extras]
 dev = ["py-make (>=0.1.0)", "twine", "wheel"]
 notebook = ["ipywidgets (>=6)"]
@@ -1951,19 +2055,14 @@ telegram = ["requests"]
 
 [[package]]
 name = "traitlets"
-version = "4.3.3"
-description = "Traitlets Python config system"
+version = "5.1.0"
+description = "Traitlets Python configuration system"
 category = "dev"
 optional = false
-python-versions = "*"
-
-[package.dependencies]
-decorator = "*"
-ipython-genutils = "*"
-six = "*"
+python-versions = ">=3.7"
 
 [package.extras]
-test = ["pytest", "mock"]
+test = ["pytest"]
 
 [[package]]
 name = "typed-ast"
@@ -1978,21 +2077,26 @@ name = "typing-extensions"
 version = "3.10.0.2"
 description = "Backported and Experimental Type Hints for Python 3.5+"
 category = "main"
+description = "Backported and Experimental Type Hints for Python 3.5+"
+name = "typing-extensions"
+version = "3.10.0.2"
+description = "Backported and Experimental Type Hints for Python 3.5+"
+category = "main"
 optional = false
 python-versions = "*"
 
 [[package]]
 name = "urllib3"
-version = "1.26.4"
+version = "1.26.6"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4"
 
 [package.extras]
+brotli = ["brotlipy (>=0.6.0)"]
 secure = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "certifi", "ipaddress"]
 socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
-brotli = ["brotlipy (>=0.6.0)"]
 
 [[package]]
 name = "wcwidth"
@@ -2012,14 +2116,13 @@ python-versions = "*"
 
 [[package]]
 name = "werkzeug"
-version = "1.0.1"
+version = "2.0.1"
 description = "The comprehensive WSGI web application library."
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = ">=3.6"
 
 [package.extras]
-dev = ["pytest", "pytest-timeout", "coverage", "tox", "sphinx", "pallets-sphinx-themes", "sphinx-issues"]
 watchdog = ["watchdog"]
 
 [[package]]
@@ -2045,7 +2148,7 @@ typing-extensions = {version = ">=3.7.4", markers = "python_version < \"3.8\""}
 
 [[package]]
 name = "zipp"
-version = "3.4.1"
+version = "3.5.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 category = "main"
 optional = false
@@ -2053,20 +2156,20 @@ python-versions = ">=3.6"
 
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-content-hash = "e8b44f0db2190702d8fbdd6754723223ca4bd92da3bed44ea2db96ac6cd0453e"
+python-versions = "^3.7.1"
+content-hash = "e99c6ebfa37788c92ad9593049cb07d1a7181f5af1586fe00d5d5035fdf2c89b"
 
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 torchmetrics = [
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-    {file = "torchmetrics-0.4.1.tar.gz", hash = "sha256:2fc50f812210c33b8c2649dbb1482e3c47e93cae33e4b3d0427fb830384effbd"},
+    {file = "torchmetrics-0.5.1-py3-none-any.whl", hash = "sha256:4e5497bc5c9d19fa520748cda89f6d863868bb5be33ec47d2834c0988bf737c5"},
+    {file = "torchmetrics-0.5.1.tar.gz", hash = "sha256:22fbcb6fc05348ca3f2bd06e0763e88411a6b68c2b9fc26084b39d40cc4021b0"},
 ]
 tornado = [
     {file = "tornado-6.1-cp35-cp35m-macosx_10_9_x86_64.whl", hash = "sha256:d371e811d6b156d82aa5f9a4e08b58debf97c302a35714f6f45e35139c332e32"},
@@ -3496,12 +3643,12 @@ tornado = [
     {file = "tornado-6.1.tar.gz", hash = "sha256:33c6e81d7bd55b468d2e793517c909b139960b6c790a60b7991b9b6b76fb9791"},
 ]
 tqdm = [
-    {file = "tqdm-4.60.0-py2.py3-none-any.whl", hash = "sha256:daec693491c52e9498632dfbe9ccfc4882a557f5fa08982db1b4d3adbe0887c3"},
-    {file = "tqdm-4.60.0.tar.gz", hash = "sha256:ebdebdb95e3477ceea267decfc0784859aa3df3e27e22d23b83e9b272bf157ae"},
+    {file = "tqdm-4.62.3-py2.py3-none-any.whl", hash = "sha256:8dd278a422499cd6b727e6ae4061c40b48fce8b76d1ccbf5d34fca9b7f925b0c"},
+    {file = "tqdm-4.62.3.tar.gz", hash = "sha256:d359de7217506c9851b7869f3708d8ee53ed70a1b8edbba4dbcb47442592920d"},
 ]
 traitlets = [
-    {file = "traitlets-4.3.3-py2.py3-none-any.whl", hash = "sha256:70b4c6a1d9019d7b4f6846832288f86998aa3b9207c6821f3578a6a6a467fe44"},
-    {file = "traitlets-4.3.3.tar.gz", hash = "sha256:d023ee369ddd2763310e4c3eae1ff649689440d4ae59d7485eb4cfbbe3e359f7"},
+    {file = "traitlets-5.1.0-py3-none-any.whl", hash = "sha256:03f172516916220b58c9f19d7f854734136dd9528103d04e9bf139a92c9f54c4"},
+    {file = "traitlets-5.1.0.tar.gz", hash = "sha256:bd382d7ea181fbbcce157c133db9a829ce06edffe097bcf3ab945b435452b46d"},
 ]
 typed-ast = [
     {file = "typed_ast-1.4.3-cp35-cp35m-manylinux1_i686.whl", hash = "sha256:2068531575a125b87a41802130fa7e29f26c09a2833fea68d9a40cf33902eba6"},
@@ -3541,8 +3688,8 @@ typing-extensions = [
     {file = "typing_extensions-3.10.0.2.tar.gz", hash = "sha256:49f75d16ff11f1cd258e1b988ccff82a3ca5570217d7ad8c5f48205dd99a677e"},
 ]
 urllib3 = [
-    {file = "urllib3-1.26.4-py2.py3-none-any.whl", hash = "sha256:2f4da4594db7e1e110a944bb1b551fdf4e6c136ad42e4234131391e21eb5b0df"},
-    {file = "urllib3-1.26.4.tar.gz", hash = "sha256:e7b021f7241115872f92f43c6508082facffbd1c048e3c6e2bb9c2a157e28937"},
+    {file = "urllib3-1.26.6-py2.py3-none-any.whl", hash = "sha256:39fb8672126159acb139a7718dd10806104dec1e2f0f6c88aab05d17df10c8d4"},
+    {file = "urllib3-1.26.6.tar.gz", hash = "sha256:f57b4c16c62fa2760b7e3d97c35b255512fb6b59a259730f36ba32ce9f8e342f"},
 ]
 wcwidth = [
     {file = "wcwidth-0.2.5-py2.py3-none-any.whl", hash = "sha256:beb4802a9cebb9144e99086eff703a642a13d6a0052920003a230f3294bbe784"},
@@ -3553,8 +3700,8 @@ webencodings = [
     {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
 ]
 werkzeug = [
-    {file = "Werkzeug-1.0.1-py2.py3-none-any.whl", hash = "sha256:2de2a5db0baeae7b2d2664949077c2ac63fbd16d98da0ff71837f7d1dea3fd43"},
-    {file = "Werkzeug-1.0.1.tar.gz", hash = "sha256:6c80b1e5ad3665290ea39320b91e1be1e0d5f60652b964a3070216de83d2e47c"},
+    {file = "Werkzeug-2.0.1-py3-none-any.whl", hash = "sha256:6c1ec500dcdba0baa27600f6a22f6333d8b662d22027ff9f6202e3367413caa8"},
+    {file = "Werkzeug-2.0.1.tar.gz", hash = "sha256:1de1db30d010ff1af14a009224ec49ab2329ad2cde454c8a708130642d579c42"},
 ]
 wrapt = [
     {file = "wrapt-1.12.1.tar.gz", hash = "sha256:b62ffa81fb85f4332a4f609cab4ac40709470da05643a082ec1eb88e6d9b97d7"},
@@ -3599,6 +3746,6 @@ yarl = [
     {file = "yarl-1.6.3.tar.gz", hash = "sha256:8a9066529240171b68893d60dca86a763eae2139dd42f42106b03cf4b426bf10"},
 ]
 zipp = [
-    {file = "zipp-3.4.1-py3-none-any.whl", hash = "sha256:51cb66cc54621609dd593d1787f286ee42a5c0adbb4b29abea5a63edc3e03098"},
-    {file = "zipp-3.4.1.tar.gz", hash = "sha256:3607921face881ba3e026887d8150cca609d517579abe052ac81fc5aeffdbd76"},
+    {file = "zipp-3.5.0-py3-none-any.whl", hash = "sha256:957cfda87797e389580cb8b9e3870841ca991e2125350677b2ca83a0e99390a3"},
+    {file = "zipp-3.5.0.tar.gz", hash = "sha256:f5812b1e007e48cff63449a5e9f4e7ebea716b4111f9c4f9a645f91d579bf0c4"},
 ]
diff --git a/pyproject.toml b/pyproject.toml
index b60b139f..ec28f915 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,14 +52,14 @@ documentation = "https://pytorch-forecasting.readthedocs.io"
 homepage = "https://pytorch-forecasting.readthedocs.io"
 
 [tool.poetry.dependencies]
-python= "^3.6.2"
+python = "^3.7.1"
 
 torch = "^1.7"
 pytorch-lightning = "^1.2.4"
 optuna = "^2.3.0"
 scipy = "*"
-pandas = "^1.1.0"
-scikit-learn = ">=0.23,<0.25"
+pandas = "^1.3.0"
+scikit-learn = "^0.24.0"
 matplotlib = "*"
 statsmodels = "*"
 
@@ -103,5 +103,5 @@ dirty = false
 style = "semver"  # semantic versioning
 
 [build-system]  # make the package pip installable
-requires = ["poetry_core>=1.0.0", "poetry-dynamic-versioning>=0.9.0"]
+requires = ["poetry_core>=1.1.0", "poetry-dynamic-versioning>=0.9.0"]
 build-backend = "poetry.core.masonry.api"